Review of \u3cem\u3eInequalities in Labor Market Areas.\u3c/em\u3e Joachim Singlemann and Forrest A. Deseran (Eds.). Reviewed by Wayne J. Villemez, University of Connecticut.

Joachim Singleman and Forrest A. Deseran (Eds.) Inequalities in Labor Market Areas. Boulder, CO: Westview Press, 1993. $44.00 papercover

MACHINE LEARNING OPERATIONS (MLOPS) ARCHITECTURE CONSIDERATIONS FOR DEEP LEARNING WITH A PASSIVE ACOUSTIC VECTOR SENSOR

As machine learning augmented decision-making becomes more prevalent, defense applications for these techniques are needed to prevent being outpaced by peer adversaries. One area that has significant potential is deep learning applications to classify passive sonar acoustic signatures, which would accelerate tactical, operational, and strategic decision-making processes in one of the most contested and difficult warfare domains. Convolutional Neural Networks have achieved some of the greatest success in accomplishing this task; however, a full production pipeline to continually train, deploy, and evaluate acoustic deep learning models throughout their lifecycle in a realistic architecture is a barrier to further and more rapid success in this field of research. Two main contributions of this thesis are a proposed production architecture for model lifecycle management using Machine Learning Operations (MLOps) and evaluation of the same on live passive sonar stream. Using the proposed production architecture, this work evaluates model performance differences in a production setting and explores methods to improve model performance in production. Through documenting considerations for creating a platform and architecture to continuously train, deploy, and evaluate various deep learning acoustic classification models, this study aims to create a framework and recommendations to accelerate progress in acoustic deep learning classification research.Los Alamos National LabLieutenant, United States NavyApproved for public release. Distribution is unlimited

Identifying the feasibility for multifamily infill development in Central East Austin

textThis report discusses the feasibility of multifamily development through the use of undeveloped or underutilized parcels of land in the central east core of downtown Austin. Included in the discussion is the history of the market area, tools the City of Austin is using to promote infill development, the housing development process, financing of infill housing projects in Austin, a supply and demand analysis of the current market, and site selection theory and application. The author found that there is significant quantitative demand for a multifamily product in this market area and this report may act as a general guide to the process of bringing a multifamily product to market.Architectur

Testimony

Please note: creative writing theses are permanently embargoed in OpenBU. No public access is forecasted for these. To request private access, please click on the locked Download file link and fill out the appropriate web form.A collection of short stories2031-01-01T00:00:00

SOME ASPECTS OF LIVER CHOLESTEROL METABOLISM IN THE RAT

Abstract not availabl